What is task planning?

Definition

Artificial intelligence task planning identifies the intermediate actions needed to reach a requested outcome. In robotics, the plan connects language with perceived objects, locations, available skills and conditions that must be true before each action runs.

A useful planner monitors execution and updates the sequence when assumptions fail. In a robot team, it must also allocate actions among machines and coordinate handoffs between different capabilities.

Acronyms and aliases

AI task planning acronymagent task planning variantartificial intelligence task planning variant

Frequently asked questions

How is artificial intelligence task planning different from motion planning?

Task planning chooses meaningful actions and their order, while motion planning calculates safe physical paths for an individual movement.

Why should a task plan include completion checks?

Checks confirm that each required state was reached before later actions depend on it, reducing silent failures across a longer workflow.

Videos explaining task planning